Proof, without blurred ownership.

A production-oriented, multi-agent employee platform spanning conversational AI, employee-data integrations, evaluations, operational tooling, data pipelines, and secure cloud infrastructure.

Amigda's founder made major engineering contributions across the AI application, administrative control tower, ingestion pipeline, and Google Cloud infrastructure as part of a collaborative engineering team.

• Multi-agent orchestration and source-backed employee support
• Safety guardrails, evaluations, feedback, and observability
• Persistent conversations, streaming, and scheduled workflows
• Administrative tools, data ingestion, and cloud deployment

Completed through the founder's employment. This was not an Amigda client engagement, and no employer or client-confidential material is reproduced here.

Selected engineering work on a multi-agent itinerary service that combines operator guidance, database-backed bookable experiences, validation, and traceable activity identifiers.

Work included improving itinerary regeneration, integrating bookable experiences into generation, preserving identifiers needed for booking, and building regression and trace-analysis tooling.

• Grounded itinerary generation using approved travel sources
• Bookable-experience integration and identifier preservation
• Regression coverage for ordering, fallback, and unavailable data
• Prompt, database, and execution-trace investigation tools

Delivered independently by Amigda's founder in an individual capacity. The engagement was not contracted through Amigda, and the client remains anonymous.

A visual identity engagement for a pickleball company, supported by complimentary early-stage commercial research and launch planning.

Amigda delivered the paid logo and brand system, then presented additional work covering customer research, unit economics, demand validation, positioning, launch experiments, analytics, and technology planning.

• Logo, visual identity, and brand direction
• Customer-research and demand-validation plan
• Unit-economics and capacity-planning framework
• Launch, analytics, and digital-operations roadmap

The client is not named and its confidential financial assumptions, strategy documents, and brand assets are not reproduced here.

An AI-assisted floor-plan workspace combining a semantic 2D drafting board with vision-based room-geometry extraction and deterministic area validation.

The model interprets the drawing, while a local validation layer performs the calculations, identifies conflicts, and asks targeted questions instead of presenting uncertain quantities as final.

• Browser-based semantic CAD drafting
• Structured floor-plan geometry extraction
• Deterministic area calculation and sanity checks
• Synthetic evaluation fixtures and reviewable JSON reports

An Amigda-owned research prototype. All quantities remain draft-only until reviewed against the original drawing by a qualified person.

A reusable software concept for pickleball clubs and courts, designed around inquiries, reservations, open play, memberships, events, payments, and business reporting.

The product is being separated from all client-specific branding and materials so it can become an independent Amigda service for facility owners.

• Facility website and structured lead capture
• Booking, open-play, and membership workflows
• Payments, customer records, and reporting concepts
• Optional brand, growth, and AI-service packages

This product was not purchased or deployed by the branding client. It is presented as an independent product concept, not as client software.

A native iOS journaling prototype that turns photographs of handwritten pages into searchable entries and reflective AI insights.

The prototype explores handwriting transcription, multi-page entries, periodic reflections, and a Compass that relates recurring patterns to a user's stated identity and goals.

• SwiftUI application with a FastAPI backend
• Handwriting transcription and journal organisation
• Daily, weekly, monthly, and yearly reflections
• Identity and goals context through the Compass concept

Privacy and security architecture is still in development. The prototype is not a healthcare or therapy product.